diff --git a/_data-prepper/managing-data-prepper/core-apis.md b/_data-prepper/managing-data-prepper/core-apis.md
index 33fd493d..b810c7b1 100644
--- a/_data-prepper/managing-data-prepper/core-apis.md
+++ b/_data-prepper/managing-data-prepper/core-apis.md
@@ -83,4 +83,4 @@ processorShutdownTimeout: "PT15M"
 sinkShutdownTimeout: 30s
 ```
 
-The values for these parameters are parsed into a `Duration` object through the [Data Prepper Duration Deserializer](https://github.com/opensearch-project/data-prepper/tree/main/data-prepper-core/src/main/java/org/opensearch/dataprepper/parser/DataPrepperDurationDeserializer.java). 
\ No newline at end of file
+The values for these parameters are parsed into a `Duration` object through the [Data Prepper Duration Deserializer](https://github.com/opensearch-project/data-prepper/blob/main/data-prepper-pipeline-parser/src/main/java/org/opensearch/dataprepper/pipeline/parser/DataPrepperDurationDeserializer.java). 
diff --git a/_ml-commons-plugin/remote-models/connectors.md b/_ml-commons-plugin/remote-models/connectors.md
index a321c9fb..64b55142 100644
--- a/_ml-commons-plugin/remote-models/connectors.md
+++ b/_ml-commons-plugin/remote-models/connectors.md
@@ -214,7 +214,7 @@ The `parameters` section requires the following options when using `aws_sigv4` a
 
 ### Cohere connector
 
-You can use the following example request to create a standalone Cohere connector using the Embed V3 model. For more information, see [Cohere connector blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint). 
+You can use the following example request to create a standalone Cohere connector using the Embed V3 model. For more information, see [Cohere connector blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md). 
 
 ```json
 POST /_plugins/_ml/connectors/_create